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Title: Node assignment problem in Bayesian networks

Creator:

Polanska, Joanna ; Damian, Borys ; Polanski, Andrzej

Date:

2006

Resource Type:

artykuł

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Group publication title:

AMCS, Volume 16 (2006)

Abstract:

This paper deals with the problem of searching for the best assignments of random variables to nodes in a Bayesian network (BN) with a given topology. Likelihood functions for the studied BNs are formulated, methods for their maximization are described and, finally, the results of a study concerning the reliability of revealing BNs' roles are reported. The results of BN node assignments can be applied to problems of the analysis of gene expression profiles.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Resource Identifier:

oai:zbc.uz.zgora.pl:57534

Pages:

233-240

Source:

AMCS, volume 16, number 2 (2006) ; click here to follow the link

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego

Subject and keywords:

biostatistics Bayesian networks maximum likelihood confidence intervals

Object collections:

Last modified:

Nov 5, 2024

In our library since:

Aug 26, 2020

Number of object content hits:

111

All available object's versions:

https://www.zbc.uz.zgora.pl/publication/64093

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Node assignment problem in Bayesian networks Nov 5, 2024

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